Research: Overview

[SCREENSHOT — Insights tab in Jiro showing a sample Insight card with data and feedback options]


What It Is

Insights surface patterns in your care delivery, patient outcomes, and population trends drawn from real-world data tied to your NPI. This feature helps you identify shifts and trends relevant to your specialty without manually reviewing raw data.


Clinical Use Case

Insights automatically find patterns in your specialty without requiring manual data review. By comparing your practice against peers, you gain clarity on trends in diagnoses, treatments, and care patterns—insight that supports clinical decision-making and practice awareness.


Key Capabilities

  • Patterns in real-world data from your specialty
  • Surfaces hidden patterns in your practice data automatically
  • Personalized to your specialty
  • Each reviewed Insight awards 0.25 AMA PRA Category 1 Credit(s)™
  • Delivered weekly
  • Deep-Dive View displays supporting data, methodology, evidence, limitations, and references for each Insight.
  • Peer Comparisons showing how your practice benchmarks against peers in your specialty for diagnoses and treatment patterns.
  • Thumbs up/down feedback icons to rate and refine Insights over time
  • Unread badge indicator within the navigation bar

[SCREENSHOT — Insight card deep-dive view showing supporting data and peer comparison]


How to Access

[NEEDS CONTENT: confirm navigation path to Insights within Jiro—tab name and location in the app]


Important To Remember

  • Statistical patterns identify association, not causation. Use clinical judgment when reviewing Insights.
  • Insights may not reflect clinical changes from the past two months due to claims data lag.
  • Personalization requires sufficient data availability.
  • Limited data availability may reduce the number of Insights or result in more general findings based on your specialty.
  • A significant change must occur for an Insight to surface. Minor variations are filtered out.
  • Profile-based interest areas help surface more relevant Insights when data is limited.

Related Articles


Version History

Updated: May 7, 2026

Reviewed by: Claude, Help Scout Docs Reviewer

Approved by: [Name, Title]

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